量子脑风暴优化的5G雾计算.ppt

An Quantum Brain Storm Optimization for Fog Computing in 5G 量子脑风暴优化的5G雾计算,By Qiong Wu, Tong Xu,Jun S. Huang and Ke Jiang,Rooster Year, 2017,About the Authors,Qiong Wu, Associate Professor 吴琼 Tong Xu, Jiangsu 徐童 Jun Steed Huang, Principal Engineer 黄骏 Ke Jiang, Jiangsu 蒋可,Outline概要,Quantum Effect量子效应 The Spooky Secret鬼魅般的秘密 Superluminal Phenomenon超光速现象 Brain Storm Optimization头脑风暴优化算法 Swarm Intelligence Algorithms群智能算法 Tribe and Ethnic Clusters部落与族群聚类 Fog Computing in 5G雾计算在5G中的应用 Distributed or Centralized分布式或集中式 Moving or Stationary移动式或固定式 Summary总结,Quantum Effect 量子效应,Your never know,The Spooky Secret: 鬼魅般的秘密 Superluminal phenomenon totally violates the special theory of relativity, which says nothings speed exceeds light speed. Further more, as of today, no one knows whats behind the strange phenomenon.,2,Superluminal Phenomenon超光速现象 Space time are naturally broken 时空自然破碎,Experiment 1 (higher latitude on mountain): In 2008, Geneva researchers found that the quantum entanglement is much faster than 10,000 times of speed of light. Experiment 2 (lower latitude at sea level): In 2013, Qingdao scientists concluded that, it is 9931 times around the speed of light. E = m c (3+1)/2= m g e/2 e = 2.71828182846 c = 299792458 m / s g/c = 9930.509917796768180071686850124,Hendrik Anton Lorentz & George Francis FitzGerald 亨德里克 安东 洛伦兹&乔治 弗朗西斯 菲茨杰拉德,2D is the essential world: going out the wormhole 2D是基本的世界：传过了虫洞,2D is the essential home : coming back the same way 2D是本家：以相同的方式回归,Phoenix,Qubit states量子比特状态,You knew what you want,Brain Storm Optimization 头脑风暴优化算法,Most swarm intelligence algorithms are inspired by simple self-designed synergy, Particle Swarm Optimization is inspired by synergistic effect by birds, Ant Colony algorithm is inspired by synergistic effect by ants and Fire Flies optimization algorithm is inspired by synergistic effect by fire flies, Brain Storm Optimization algorithms inspired by synergistic effect by us - the most intelligent creature!,PSO,In the BSO algorithm, the solutions are clustered into several categories, and the new solutions are generated by the mutation of cluster or existing solutions. The BSO algorithm can be seen as a combination of swarm intelligence and data mining techniques. Every individual in the brain storm optimization algorithm is not only a solution to the problem to be optimized, but also a data point to reveal the landscapes of the problem.,BSO,What is the ethnic clustering? 什么是种族聚类？,It means that, in a city, one area will be predominately asian, one area will be primarily black, one area will be predominately white, etc Observation: If an areas economy is growing, existing communities draw immigrants; if it isnt, then the population doesnt change. Conclusion: To evolve a solution, the cluster must be changed persistently.,26 Swarm Optimizations 26种群智能优化算法,ASO: Ants colony山蚂蚁群 BSO: Brain storming头脑风暴 CSO: Chicken rooster母鸡公鸡 DSO: Duck friendly鸭友好客 ESO: Eel gender鳗鱼变性 FSO: Firefly flashing萤火虫闪 GSO: Gorilla troops猩猩部队 HSO: Honey bee蜂蜜采花 ISO: Impala bachelor羚羊追逐 JSO: Jackal pairs狐狸配对 KSO: Kangaroo mobs袋鼠狂奔 LSO: Little brown bat蝙蝠齐舞 MSO: Monkey tribe猴子部落,You name it we got it!,26 Swarm Optimizations 26种群智能优化算法,You name it we got it!,NSO: Nile crocodile尼罗大鳄 OSO: Otter play水獭玩水 PSO: Particle swarm粒子成群 QSO: Quail flock鹌鹑结队 RSO: Rat invasion大鼠侵袭 SSO: Swan wedge黑天鹅飞 TSO: Timber wolf木材狼嚎 USO: Urial herd赤羊群居 VSO: Vulture kettle座山雕壶 WSO: Whale travel鲸鱼旅行 XSO: Xerus watch立地松鼠 YSO: Yak herd牦牛群奔 ZSO: Zebra run斑马撩眼,In the BSO algorithm, the solutions are clustered into several categories, and the new solutions are generated by the mutation of cluster or existing solutions. The BSO algorithm can be seen as a combination of swarm intelligence and data mining techniques. Every individual in the brain storm optimization algorithm is not only a solution to the problem to be optimized, but also a data point to reveal the landscapes of the problem.,Qubit-BSO 量子比特化的BSO,|0 |1,Fitness ,warmholes positive negative,Fog Computing in 5G 雾计算在5G网络中的应用,You may not get what you want,Distributed or Centralized分布式和集中式,Cloud Computing is too slow, as the server farm is too far from you. Edge Computing is too small, as the server has limited items in there. Fog Computing is neither slow, nor small,Moving or Stationary移动式或固定式,Mobile Cloud Computing is too slow, as the wireless pipe is not solid. Mobile Edge Computing is not fast, as there are many users. Fog Computing in 5G is fast, and rocket solid.,Trace down pesticides追踪农药,SUMMARY总结,Fog is not Given, but Made! So is the5G!,Quantum brains sat in both local minimum clusters at the same time 量子大脑同时处在两个最低集群的地方 BSO-0 fitness is BSO-1 probability BSO-1 fitness is BSO-0 probability The fitness is given by (x1.5 )1/1.5,M*S1*S2 = E*T1*T2,T2,T1,M*S1*S2 = E*T1*T2,T2,T1,Portable pesticide detection uploading downloading fog 便携式农药检测设备上传下载雾数据,Only after your smart phone APP r